Operator-Built AI Systems

Run Your Operation Like It's 3x the Size.

Scale Partners AI builds custom automation and operating dashboards for logistics operators, ecommerce sellers, and wellness businesses, designed by people who've actually run the floor, not sold you software from the outside.

No rip-and-replaceBuilt around your existing systems15 years of operator experience
MerchantHQ · Operations Dashboard
Revenue tracked
$48,200+6.4%
True profit shown
$9,180+18%
At-risk members flagged
5this week
AI flagged a bundling opportunity worth an estimated +18% margin lift.
3Verticals Served
15 yrsOperator Experience
NoMigrations Required
BuiltAround Your Systems
Logistics & 3PL OperationsMulti-Channel EcommerceWellness & Fitness StudiosBuilt on Your Existing SystemsNo Rip-and-Replace15 Years of Operator ExperienceWeekly "Fix This" RecommendationsSystems In Production, Not Slide DecksLogistics & 3PL OperationsMulti-Channel EcommerceWellness & Fitness StudiosBuilt on Your Existing SystemsNo Rip-and-Replace15 Years of Operator ExperienceWeekly "Fix This" RecommendationsSystems In Production, Not Slide Decks

A dashboard that shows you numbers isn't transformation. A dashboard that tells you exactly what to fix this week, and why, is. We build systems that sit inside your actual operation: your WMS, your storefronts, your booking calendar. No rip-and-replace, no 18-month rollout.

How It Works

From the Floor to a Working System

Three steps, no vendor posture. The same process whether you're running a warehouse, a storefront, or a wellness practice.

01

Operating Audit

We map how work actually moves: exception queues, manual workarounds, the spreadsheet nobody admits to using. Not a survey. A floor-level view of where time and margin are leaking.

02

System Design & Build

We design the dashboard or automation around your existing tools: WMS, storefronts, booking software, CRM, and build it with you in the loop the entire time.

03

Deploy & Improve

We deploy into your live systems and keep tuning: sharpening what it flags, extending it to new workflows, and making sure it survives a busy week, not just a demo.

Who We Build For

Three Operations. One Way of Working.

We don't build generic software. We build for the specific pain of each floor.

Logistics & 3PL

Warehouse & Distribution

For 20–200 person logistics, 3PL, and warehouse operators too big to run on instinct.

  • Exception queue triage & routing
  • WMS / WCS / WES integration cleanup
  • Labor & dispatch coordination
  • Inventory & replenishment visibility
Ecommerce

Multi-Channel Sellers

For operators running Shopify, Amazon, Etsy, Walmart, TikTok Shop, and more, who are flying on revenue, not profit.

  • True per-SKU profit after fees & ads
  • Multi-store inventory sync
  • AI-flagged margin & bundling opportunities
  • One dashboard, every channel
Wellness & Fitness

Studios & Practices

For gyms, IV lounges, chiropractic and wellness practices juggling bookings, retention, and revenue by hand.

  • At-risk member & retention tracking
  • Revenue by offer / service line
  • Content-to-booking funnel visibility
  • Weekly "fix this" recommendations
Live Deployments

Systems In Production, Not Slide Decks

These are real systems we've built and deployed for each vertical.

Logistics · FloorPartners

Embedded Operations Leadership

Fractional operator engagement for 20-200 person logistics, 3PL, and warehouse teams, diagnosing floor-level drag before recommending any technology, then sequencing automation once the process and owner are clear.

Operating baseline & priority map
Scorecards & weekly cadence
Vendor & WMS/WCS/WES navigation
Automation roadmap handoff
View FloorPartners
Engagement start8–12 hrs/mo
Focus1 bottleneck
Full transformation40–60 hrs/mo
Ecommerce · MerchantHQ

Know Your True Profit on Every SKU

An AI-powered operations dashboard for multi-channel sellers, centralizing every store and calculating true profit after product cost, shipping, ad spend, platform fees, taxes, and returns.

Per-SKU true profit calculation
Multi-store inventory sync
AI business advisor (natural language)
Bundling & margin insight flags
View MerchantHQ
Revenue tracked$48K
True profit shown$9.2K
AI insight+18% lift found
Wellness · Wellness HQ

One Dashboard for Bookings, Retention & Revenue

Built for chiropractic, fitness studios, IV therapy, and weight-management practices, replacing tab-switching between booking software, POS, and spreadsheets with one weekly view of what to fix.

Retention radar for at-risk members
Revenue by offer / service line
Content-to-booking funnel tracking
Weekly "fix this" recommendation
Book a Discovery Call
Active members96
At-risk members flagged5
Revenue MTD$58,700
“Most operators don't need more software. They need one system that tells them exactly what to fix, and someone who's actually stood on the floor to build it.”
Scale Partners AI
Get In Touch

Tell Us About Your Operation

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FAQ

Common Questions

Everything you need to know about how we scope, build, and deploy operator-built systems.

We walk through how work actually moves in your operation today: the systems you use, the workarounds your team relies on, and where time or margin is leaking. From there we tell you honestly whether a system makes sense and what it would take to build.

No. Every system we build sits on top of what you already run: your WMS, storefronts, booking software, or CRM. No migrations required.

Most AI vendors have never run the operation they're automating. Our logistics work is built on 15 years of hands-on warehouse and ops experience, and we build what we've actually needed ourselves, not what sounds impressive in a deck.

It depends on the vertical and scope. A focused dashboard can be live in weeks; a full operating system with automation typically runs 6-12 weeks.

Logistics engagements are scoped as monthly retainers based on hours and complexity. Ecommerce and wellness systems are typically flat monthly subscriptions. Exact pricing is confirmed after the discovery call.

Get Started

Let's See What This Looks Like for Your Operation

A short call to figure out where the work is backing up, and whether a system built for your vertical makes sense.

No rip-and-replaceBuilt around your existing systemsReal systems, not slide decks